Use when generating any diagrams using ASCII and Unicode characters.

Use when debates are trapped in false dichotomies, polarized positions need charitable interpretation, tradeoffs are obscured by binary framing, synthesis beyond 'pick one side' is needed, or when users mention steelman arguments, thesis-antithesis-synthesis, Hegelian dialectic, third way solutions, or resolving seemingly opposed principles.

Native HTML dialog patterns for Rails with Turbo and Stimulus. Use when building modals, confirmations, alerts, or any overlay UI. Triggers on modal, dialog, popup, confirmation, alert, or toast patterns.

Pattern for making popup modal dialogs

Assess readiness to transition from one SDLC phase to the next. This composite assessment aggregates component assessments and evaluates overall readiness, generating a recommendation that requires hu

Creates Architecture Decision Records for significant architectural decisions. Use when the user wants to create an ADR, make an ADR, record an architecture decision, document architecture choice, perform formal alternatives analysis, or when formally evaluating multiple alternatives with trade-offs. Appropriate for decisions with system-wide or long-term impact requiring structured alternatives documentation.

Create REF (Reference) documents that provide structured knowledge for lookup and understanding.

Log a decision to the decision log. The decision log is a chronological audit trail of all decisions, from routine operational choices to architectural decisions.

Manage persistent tasks in `.dialogue/tasks/`. Each task is stored as a separate YAML file (e.g., `FW-008.yaml`) for merge-friendly multi-user workflows.

Saves session context to a per-user session memo file for continuity across Claude sessions. This implements the TMS externalisation operation.

Validate that required decision and observation logging occurred during process execution.

Diagnose flat dialogue, same-voice characters, and lack of subtext. Use when conversations feel wooden, characters sound alike, or dialogue only does one thing at a time.

Create and evaluate documentation using the Diátaxis framework. Use when writing, organizing, or auditing documentation to ensure it serves distinct user needs through four systematic categories (Tutorials, How-to Guides, Reference, Explanation). Ideal for diagnosing documentation problems, separating mixed content, and ensuring each piece serves a single, clear purpose.

Provides a bash script for rolling dice in RPG adventures with JSON output for programmatic use.

Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell types, or developmental stages in ATAC-seq experiments.

Manage digital product sales across Gumroad, Etsy, Shopify. Handle sales tracking, product delivery, and social media automation.

digital-fte-orchestrator

Build video conferencing into your applications using Digital Samba's prebuilt infrastructure. No WebRTC/Janus/TURN setup required.

Build a rigorous world model with state, dynamics, uncertainty, and provenance. Use when creating digital twins, constructing system representations, building simulation foundations, or establishing baseline world state.

---name: digital-twin-clinical-agent

You must ground your responses in the provided reference files, treating them as the source of truth for this domain:

This skill guides writing DigitalOcean infrastructure with OpenTofu/Terraform. Use when provisioning Droplets, VPCs, Managed Databases, Firewalls, or other DO resources.

Generic DigitalOcean droplet deployment using doctl CLI for any application type (APIs, web servers, background workers). Includes validation, deployment scripts, systemd service management, secret handling, health checks, and deployment tracking. Use when deploying Python/Node.js/any apps to droplets, managing systemd services, handling secrets securely, or when user mentions droplet deployment, doctl, systemd, or server deployment.

Minimalist developer portfolio with blog, work timeline, and project showcase using Next.js 14.

Master Dioxus component patterns and reactive state management. Use when building Dioxus components, managing component state, or implementing component interactions.

Build Progressive Web Apps with Dioxus framework. Use when developing Dioxus web applications, creating PWA features, or working with WASM targets.

Router skill for DiPeO backend ecosystem (server/ and cli/): FastAPI server, CLI tools, database, MCP integration. Use when task mentions CLI commands, server endpoints, database queries, or MCP tools. For simple tasks, handle directly; for complex work, escalate to dipeo-backend agent.

Expert direct mail marketing strategist for writing compelling copy, designing high-converting mail pieces, and developing measurement strategies. Use when planning direct mail campaigns, writing mailer copy, designing postcards/letters, or measuring campaign effectiveness with incremental lift analysis.

Los usuarios interactúan directamente con objetos en pantalla, viendo el

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Final video assembly coordinator. Matches scripts with character images, orchestrates scene transitions, timing, effects, and creates rendering-ready storyboard JSON for HeyGen/Pika/D-ID video generation platforms.

Director of Product Management - assign roadmap, requirements governance, and team coordination tasks

Director of Product Marketing - assign GTM strategy, positioning, competitive intelligence, and launch tasks

Build AI-powered features in Directus: chat interfaces, content generation, smart suggestions, and copilot functionality

Build Vue 3 UI extensions for Directus with modern patterns, real-time data, and responsive design

| Atributo | Valor |

Plan backups, failover, and RTO/RPO targets.

Category theory for compositional computing with string diagrams, quantum circuits, and QNLP. Covers monoidal categories, functors, tensor evaluation, and practical applications in quantum natural language processing and diagrammatic reasoning.

discord-bot

Create new channels in Discord guilds/servers via the Discord API. Use this skill when the user wants to create text channels, voice channels, announcement channels, or categories in a Discord server.

Retrieve messages from Discord channels via the Discord API. Use this skill when the user wants to read, search, or analyze messages from a Discord channel.

Initialize Discord configuration. Use when user wants to set up, configure, or connect their Discord account for the first time.

Use when sending Discord messages or encountering bot permission errors - provides three-tier integration methods with automatic fallback (MCP → REST API → Gateway); prevents wasted time on OAuth scope issues

List Discord servers and channels. Use when user asks about available servers, channels, or wants to discover what's accessible.

Manage and update Discord channels via the Discord API. Use this skill when the user wants to modify channel properties, update names/topics, change permissions, or delete channels.

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Build Discord bots using discord.py. Use when the user asks about Discord bot development, discord.py library, bot commands, slash commands, Discord intents, or Discord API integration. Covers Client, Bot, events, commands extension, app_commands, views, buttons, modals, and cogs.

Discord REST API를 활용하여 서버(길드)와 채널을 관리하는 스킬입니다.

Sync Discord messages using USER TOKEN. Supports servers AND DMs. Use when routed here by community-agent:discord-sync or user explicitly requests user token sync.

Discord Webhook API via curl. Use this skill to send messages, embeds, and files to Discord channels without a bot.